NeurIPS 2024 Workshop Compositional Learning Submissions

Can language model plan in extrapolated environments?: Casestudy in textualized Gridworld
Doyoung Kim, Jongwon Lee, Jinho Park, Minjoon Seo
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
A Linear Network Theory of Iterated Learning
Devon Jarvis, Richard Klein, Benjamin Rosman, Andrew M Saxe
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Provably Learning Concepts by Comparison
Yujia Zheng, Shaoan Xie, Kun Zhang
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Oral
- Readers: Everyone
Sometimes I am a Tree: Data Drives Fragile Hierarchical Generalization
Tian Qin, Naomi Saphra, David Alvarez-Melis
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Evaluating Language Models Planning Capabilities on Goal Ordering Challenges
Eran Hirsch, Guy Uziel, Ateret Anaby Tavor
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Exploring A Bayesian View On Compositional and Counterfactual Generalization
Patrik Reizinger, Rahul Krishnan
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Crosslingual Capabilities and Knowledge Barriers in Multilingual Large Language Models
Lynn Chua, Badih Ghazi, Yangsibo Huang, Pritish Kamath, Ravi Kumar, Pasin Manurangsi, Amer Sinha, Chulin Xie, Chiyuan Zhang
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Understanding Simplicity Bias towards Compositional Mappings via Learning Dynamics
Yi Ren, Danica J. Sutherland
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Compositional Visual Reasoning with SlotSSMs
Jindong Jiang, Fei Deng, Gautam Singh, Minseung Lee, Sungjin Ahn
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
GSR-Bench: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs
Navid Rajabi, Jana Kosecka
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Towards Object-Centric Learning with General Purpose Architectures
Jack Brady, Julius von Kügelgen, Sebastien Lachapelle, Simon Buchholz, Thomas Kipf, Wieland Brendel
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Geometric Signatures of Compositionality in Language Models
Thomas Jiralerspong, Jin Hwa Lee, Lei Yu, Emily Cheng
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
An Integrated Approach to Open-World Compositional Zero-Shot Learning
Hirunima Jayasekara, Khoi Pham, Nirat Saini, Abhinav Shrivastava
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
Compositional Communication with LLMs and Reasoning about Chemical Structures
Sarathkrishna Swaminathan, Dmitry Zubarev
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
CoS: Enhancing Personalization with Context Steering
Sashrika Pandey, Jerry Zhi-Yang He, Mariah L Schrum, Anca Dragan
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone
HAMMR : HierArchical MultiModal React agents for generic VQA
Lluis Castrejon, Thomas Mensink, Howard Zhou, Vittorio Ferrari, Andre Araujo, Jasper Uijlings
- Published: 10 Oct 2024, Last Modified: 25 Dec 2024
- NeurIPS'24 Compositional Learning Workshop Poster
- Readers: Everyone